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implemented radial basis function

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Shin
2016-03-08 23:08:48 +01:00
parent c130e55f4d
commit 4ef010b965
1 changed files with 8 additions and 0 deletions
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8
include/NeuralNetwork/BasisFunction/Radial.h
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@@ -12,6 +12,14 @@ namespace BasisFunction
public: public:
Radial() {} Radial() {}
virtual float operator()(const std::vector<float>& weights, const std::vector<float>& input) const override {
float sum = 0.0;
for(std::size_t i=0;i<weights.size();i++) {
sum+=pow(input[i]-weights[i],2);
}
return sqrt(sum);
}
virtual BasisFunction* clone() const override { virtual BasisFunction* clone() const override {
return new Radial(); return new Radial();
} }